Design of affinity-aware encoding by embedding graph centrality for graph classification. - Wei Dong 010; Junsheng Wu; Zongwen Bai; Weigang Li; Wei Qiao (Neurocomputing, 2020)

MobileGCN applied to low-dimensional node feature learning. - Wei Dong 010; Junsheng Wu; Zongwen Bai; Yaoqi Hu; Weigang Li; Wei Qiao; Marcin Wozniak (Pattern Recognit., 2021)

SCOAD: Single-Frame Click Supervision for Online Action Detection. - Na Ye; Xing Zhang; Dawei Yan; Wei Dong 010; Qingsen Yan (ACCV (4), 2022)

DualBLN: Dual Branch LUT-Aware Network for Real-Time Image Retouching. - Xiang Zhang; Chengzhe Lu; Dawei Yan; Wei Dong 010; Qingsen Yan (ACCV (3), 2022)

Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization. - Wei Dong 010; Junsheng Wu; Yi Luo; Zongyuan Ge; Peng Wang 023 (CVPR, 2022)

Sclera Recognition Based on Efficient Sclera Segmentation and Significant Vessel Matching. - Dong Xu; Wei Dong 010; Han Zhou 003 (Comput. J., 2022)

Improving performance and efficiency of Graph Neural Networks by injective aggregation. - Wei Dong 010; Junsheng Wu; Xinwan Zhang; Zongwen Bai; Peng Wang 023; Marcin Wozniak (Knowl. Based Syst., 2022)

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Han Zhou 003; Wei Dong 010; Yangyi Liu; Jun Chen 005; Huan Liu 014; Liangyan Li; Zijun Wu; Yubo Dong; et al. (CVPR Workshops, 2023)

Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt. - Han Zhou 003; Wei Dong 010; Yangyi Liu; Jun Chen 005 (CVPR Workshops, 2023)

Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing. - Wei Dong 010; Dawei Yan; Zhijun Lin; Peng Wang 023 (NeurIPS, 2023)

Towards High-quality HDR Deghosting with Conditional Diffusion Models. - Qingsen Yan; Tao Hu; Yuan Sun; Hao Tang 005; Yu Zhu 004; Wei Dong 010; Luc Van Gool; Yanning Zhang 001 (CoRR, 2023)

Temporal-Spatial Dynamic Convolutional Neural Network for Human Activity Recognition Using Wearable Sensors. - Ying Li 055; Junsheng Wu; Weigang Li; Aiqing Fang; Wei Dong 010 (IEEE Trans. Instrum. Meas., 2023)

Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis. - Wei Dong 010; Marcin Wozniak; Junsheng Wu; Weigang Li; Zongwen Bai (IEEE Trans. Ind. Informatics, 2023)

DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer. - Wei Dong 010; Han Zhou 003; Ruiyi Wang; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 005 (CVPR Workshops, 2024)

NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Yidi Liu; Xingbo Wang; Yurui Zhu; Gege Shi; Xin Lu 006; Xueyang Fu; Zheng-Jun Zha; Wei Dong 010; et al. (CVPR Workshops, 2024)

Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition. - Genggeng Chen; Kexin Dai; Kangzhen Yang; Tao Hu; Xiangyu Chen 006; Yongqing Yang; Wei Dong 010; Peng Wu 015; Yanning Zhang 001; Qingsen Yan (CVPR Workshops, 2024)

Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach. - Wei Dong 010; Xing Zhang; Bihui Chen; Dawei Yan; Zhijun Lin; Qingsen Yan; Peng Wang 023; Yang Yang 002 (CVPR, 2024)

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer. - Wei Dong 010; Han Zhou 003; Yuqiong Tian; Jingke Sun; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 006 (CVPR Workshops, 2024)

DiffLight: Integrating Content and Detail for Low-light Image Enhancement. - Yixu Feng; Shuo Hou; Haotian Lin 005; Yu Zhu 004; Peng Wu 015; Wei Dong 010; Jinqiu Sun; Qingsen Yan; Yanning Zhang 001 (CVPR Workshops, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CVPR Workshops, 2024)

CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task. - Kangzhen Yang; Tao Hu; Kexin Dai; Genggeng Chen; Yu Cao; Wei Dong 010; Peng Wu 015; Yanning Zhang 001; Qingsen Yan (CVPR Workshops, 2024)

NTIRE 2024 Challenge on Bracketing Image Restoration and Enhancement: Datasets, Methods and Results. - Zhilu Zhang 001; Shuohao Zhang; Renlong Wu; Wangmeng Zuo; Radu Timofte; Xiaoxia Xing; Hyunhee Park; Sejun Song; Changho Kim; Xiangyu Kong; Jinlong Wu; Jianxing Zhang; et al. (CVPR Workshops, 2024)

GLARE: Low Light Image Enhancement via Generative Latent Feature Based Codebook Retrieval. - Han Zhou 003; Wei Dong 010; Xiaohong Liu 001; Shuaicheng Liu; Xiongkuo Min; Guangtao Zhai; Jun Chen 005 (ECCV (48), 2024)

Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation. - Wei Dong 010; Yuan Sun; Yiting Yang; Xing Zhang; Zhijun Lin; Qingsen Yan; Haokui Zhang; Peng Wang 023; Yang Yang 002; Hengtao Shen (NeurIPS, 2024)

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction. - Wei Dong 010; Han Zhou 003; Yulun Zhang 001; Xiaohong Liu 001; Jun Chen 005 (NeurIPS, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CoRR, 2024)

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer. - Wei Dong 010; Han Zhou 003; Yuqiong Tian; Jingke Sun; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 005 (CoRR, 2024)

Low-Light Image Enhancement via Generative Perceptual Priors. - Han Zhou 003; Wei Dong 010; Xiaohong Liu 001; Yulun Zhang 001; Guangtao Zhai; Jun Chen 005 (CoRR, 2024)

SAMT-generator: A second-attention for image captioning based on multi-stage transformer network. - Xiaobao Yang 001; Yang Yang 002; Sugang Ma; Zhijie Li; Wei Dong 010; Marcin Wozniak (Neurocomputing, 2024)

Dynamic center point learning for multiple object tracking under Severe occlusions. - Yaoqi Hu; Axi Niu; Jinqiu Sun; Yu Zhu 004; Qingsen Yan; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Knowl. Based Syst., 2024)

Uncertainty estimation in HDR imaging with Bayesian neural networks. - Qingsen Yan; Haishen Wang; Yifan Ma; Yuhang Liu 002; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Pattern Recognit., 2024)

KGSR: A kernel guided network for real-world blind super-resolution. - Qingsen Yan; Axi Niu; Chaoqun Wang; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Pattern Recognit., 2024)

Toward High-Quality HDR Deghosting With Conditional Diffusion Models. - Qingsen Yan; Tao Hu; Yuan Sun; Hao Tang 005; Yu Zhu 004; Wei Dong 010; Luc Van Gool; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Hierarchical aggregation perceptual pipeline for tactical intention recognition. - Ying Li 055; Junsheng Wu; Weigang Li; Wei Dong 010; Aiqing Fang (Multim. Tools Appl., 2024)

Self-Supervised Node Representation Learning via Node-to-Neighbourhood Alignment. - Wei Dong 010; Dawei Yan; Peng Wang 023 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings. - Dawei Yan; Pengcheng Li; Yang Li; Hao Chen 041; Qingguo Chen; Weihua Luo; Wei Dong 010; Qingsen Yan; Haokui Zhang; Chunhua Shen (AAAI, 2025)

Low-Light Image Enhancement via Generative Perceptual Priors. - Han Zhou 003; Wei Dong 010; Xiaohong Liu 010; Yulun Zhang 001; Guangtao Zhai; Jun Chen 005 (AAAI, 2025)

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Florin-Alexandru Vasluianu; Hailong Yan; Bin Ren; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Kangbiao Shi; Yixu Feng; et al. (CVPR Workshops, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailan Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CVPR Workshops, 2025)

HVI: A New Color Space for Low-light Image Enhancement. - Qingsen Yan; Yixu Feng; Cheng Zhang; Guansong Pang; Kangbiao Shi; Peng Wu 015; Wei Dong 010; Jinqiu Sun; Yanning Zhang 001 (CVPR, 2025)

NTIRE 2025 Challenge on Single Image Reflection Removal in the Wild: Datasets, Methods and Results. - Kangning Yang; Jie Cai 001; Ling Ouyang; Florin-Alexandru Vasluianu; Radu Timofte; Jiaming Ding; Huiming Sun; Lan Fu; Jinlong Li; Chiu Man Ho; Zibo Meng; Mingjia Li 001; et al. (CVPR Workshops, 2025)

CLIP-guided continual novel class discovery. - Qingsen Yan; Yiting Yang; Yutong Dai 001; Xing Zhang; Katarzyna Wiltos; Marcin Wozniak; Wei Dong 010; Yanning Zhang 001 (Knowl. Based Syst., 2025)

Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices. - Jun Chen 005; Jia Wang 004; Ruibin Li; Han Zhou 003; Wei Dong 010; Huan Liu 014; Yuanhao Yu (CoRR, 2025)

Boosting HDR Image Reconstruction via Semantic Knowledge Transfer. - Qingsen Yan; Tao Hu; Genggeng Chen; Wei Dong 010; Yan-Ning Zhang 001 (CoRR, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailian Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CoRR, 2025)

Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy. - Yiting Yang; Hao Luo; Yuan Sun; Qingsen Yan; Haokui Zhang; Wei Dong 010; Guoqing Wang 001; Peng Wang 023; Yang Yang 002; Hengtao Shen (CoRR, 2025)

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content. - Shushi Wang; Chunyi Li; Zicheng Zhang; Han Zhou 003; Wei Dong 010; Jun Chen; Guangtao Zhai; Xiaohong Liu 001 (CoRR, 2025)